In this post in the Van Life Q&A, a user asks:
Those of you who installed roof racks and solar showers, how bad did it hurt your MPG?
Made very little difference for me. However the wind noise is a factor so plan on addressing that if you can with a deflector.
I have a basket over the cab, a light bar, and a full length rack with solar over the pop top.